Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling

Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow. Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. In Sudipta Kar, Farah Nadeem, Laura Burdick, Greg Durrett, Na-Rae Han, editors, Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 3-5, 2019, Student Research Workshop. pages 29-34, Association for Computational Linguistics, 2019. [doi]

@inproceedings{PaulSHK19,
  title = {Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling},
  author = {Debjit Paul and Mittul Singh and Michael A. Hedderich and Dietrich Klakow},
  year = {2019},
  url = {https://aclweb.org/anthology/papers/N/N19/N19-3005/},
  researchr = {https://researchr.org/publication/PaulSHK19},
  cites = {0},
  citedby = {0},
  pages = {29-34},
  booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2019, Minneapolis, MN, USA, June 3-5, 2019, Student Research Workshop},
  editor = {Sudipta Kar and Farah Nadeem and Laura Burdick and Greg Durrett and Na-Rae Han},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-950737-15-4},
}